{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>"
      ],
      "text/vnd.plotly.v1+html": [
       "<script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script><script>requirejs.config({paths: { 'plotly': ['https://cdn.plot.ly/plotly-latest.min']},});if(!window._Plotly) {require(['plotly'],function(plotly) {window._Plotly=plotly;});}</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly\n",
    "import plotly.figure_factory as ff\n",
    "import plotly.graph_objs as go\n",
    "plotly.offline.init_notebook_mode(connected=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Simple Annotated Heatmap"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": true
       },
       "data": [
        {
         "type": "heatmap",
         "uid": "1279d466-ac68-4d55-9783-bf1e2ee1de89",
         "z": [
          [
           0.1,
           0.3,
           0.5,
           0.7,
           0.9
          ],
          [
           1,
           0.8,
           0.6,
           0.4,
           0.2
          ],
          [
           0.2,
           0,
           0.5,
           0.7,
           0.9
          ],
          [
           0.9,
           0.8,
           0.4,
           0.2,
           0
          ],
          [
           0.3,
           0.4,
           0.5,
           0.7,
           1
          ]
         ]
        }
       ],
       "layout": {}
      },
      "text/html": [
       "<div id=\"7b98a8f9-5816-4d11-8ff3-df381b672b78\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"7b98a8f9-5816-4d11-8ff3-df381b672b78\", [{\"z\": [[0.1, 0.3, 0.5, 0.7, 0.9], [1, 0.8, 0.6, 0.4, 0.2], [0.2, 0, 0.5, 0.7, 0.9], [0.9, 0.8, 0.4, 0.2, 0], [0.3, 0.4, 0.5, 0.7, 1]], \"type\": \"heatmap\", \"uid\": \"59278a80-8779-40a0-882f-86159925c603\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"7b98a8f9-5816-4d11-8ff3-df381b672b78\"));});</script>"
      ],
      "text/vnd.plotly.v1+html": [
       "<div id=\"7b98a8f9-5816-4d11-8ff3-df381b672b78\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"7b98a8f9-5816-4d11-8ff3-df381b672b78\", [{\"z\": [[0.1, 0.3, 0.5, 0.7, 0.9], [1, 0.8, 0.6, 0.4, 0.2], [0.2, 0, 0.5, 0.7, 0.9], [0.9, 0.8, 0.4, 0.2, 0], [0.3, 0.4, 0.5, 0.7, 1]], \"type\": \"heatmap\", \"uid\": \"59278a80-8779-40a0-882f-86159925c603\"}], {}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"7b98a8f9-5816-4d11-8ff3-df381b672b78\"));});</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z = [[.1, .3, .5, .7, .9],  \n",
    "     [1, .8, .6, .4, .2],\n",
    "     [.2, 0, .5, .7, .9],  \n",
    "     [.9, .8, .4, .2, 0],\n",
    "     [.3, .4, .5, .7, 1]] \n",
    "\n",
    "# ---1\n",
    "trace = go.Heatmap(z=z)\n",
    "plotly.offline.iplot([trace], filename='basic-heatmap')\n",
    "\n",
    "# ---2\n",
    "# fig = ff.create_annotated_heatmap(z, colorscale='Viridis', showscale=True)\n",
    "# plotly.offline.iplot(fig, filename='annotated_heatmap')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Custom Text and X & Y Labels"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": true
       },
       "data": [
        {
         "colorscale": "Viridis",
         "reversescale": false,
         "showscale": false,
         "type": "heatmap",
         "uid": "fffe0f50-66df-4a9d-a770-71968e9ec663",
         "x": [
          "Team A",
          "Team B",
          "Team C"
         ],
         "y": [
          "Game Three",
          "Game Two",
          "Game One"
         ],
         "z": [
          [
           0.1,
           0.3,
           0.5
          ],
          [
           1,
           0.8,
           0.6
          ],
          [
           0.6,
           0.4,
           0.2
          ]
         ]
        }
       ],
       "layout": {
        "annotations": [
         {
          "font": {
           "color": "#FFFFFF"
          },
          "showarrow": false,
          "text": "Win",
          "x": "Team A",
          "xref": "x",
          "y": "Game Three",
          "yref": "y"
         },
         {
          "font": {
           "color": "#FFFFFF"
          },
          "showarrow": false,
          "text": "Lose",
          "x": "Team B",
          "xref": "x",
          "y": "Game Three",
          "yref": "y"
         },
         {
          "font": {
           "color": "#FFFFFF"
          },
          "showarrow": false,
          "text": "Win",
          "x": "Team C",
          "xref": "x",
          "y": "Game Three",
          "yref": "y"
         },
         {
          "font": {
           "color": "#000000"
          },
          "showarrow": false,
          "text": "Lose",
          "x": "Team A",
          "xref": "x",
          "y": "Game Two",
          "yref": "y"
         },
         {
          "font": {
           "color": "#000000"
          },
          "showarrow": false,
          "text": "Lose",
          "x": "Team B",
          "xref": "x",
          "y": "Game Two",
          "yref": "y"
         },
         {
          "font": {
           "color": "#000000"
          },
          "showarrow": false,
          "text": "Win",
          "x": "Team C",
          "xref": "x",
          "y": "Game Two",
          "yref": "y"
         },
         {
          "font": {
           "color": "#000000"
          },
          "showarrow": false,
          "text": "Win",
          "x": "Team A",
          "xref": "x",
          "y": "Game One",
          "yref": "y"
         },
         {
          "font": {
           "color": "#FFFFFF"
          },
          "showarrow": false,
          "text": "Win",
          "x": "Team B",
          "xref": "x",
          "y": "Game One",
          "yref": "y"
         },
         {
          "font": {
           "color": "#FFFFFF"
          },
          "showarrow": false,
          "text": "Lose",
          "x": "Team C",
          "xref": "x",
          "y": "Game One",
          "yref": "y"
         }
        ],
        "xaxis": {
         "dtick": 1,
         "gridcolor": "rgb(0, 0, 0)",
         "side": "top",
         "ticks": ""
        },
        "yaxis": {
         "dtick": 1,
         "ticks": "",
         "ticksuffix": "  "
        }
       }
      },
      "text/html": [
       "<div id=\"2f59ae37-f1ef-4993-8022-f54730f2da34\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"2f59ae37-f1ef-4993-8022-f54730f2da34\", [{\"colorscale\": \"Viridis\", \"reversescale\": false, \"showscale\": false, \"x\": [\"Team A\", \"Team B\", \"Team C\"], \"y\": [\"Game Three\", \"Game Two\", \"Game One\"], \"z\": [[0.1, 0.3, 0.5], [1.0, 0.8, 0.6], [0.6, 0.4, 0.2]], \"type\": \"heatmap\", \"uid\": \"fffe0f50-66df-4a9d-a770-71968e9ec663\"}], {\"annotations\": [{\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}], \"xaxis\": {\"dtick\": 1, \"gridcolor\": \"rgb(0, 0, 0)\", \"side\": \"top\", \"ticks\": \"\"}, \"yaxis\": {\"dtick\": 1, \"ticks\": \"\", \"ticksuffix\": \"  \"}}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"2f59ae37-f1ef-4993-8022-f54730f2da34\"));});</script>"
      ],
      "text/vnd.plotly.v1+html": [
       "<div id=\"2f59ae37-f1ef-4993-8022-f54730f2da34\" style=\"height: 525px; width: 100%;\" class=\"plotly-graph-div\"></div><script type=\"text/javascript\">require([\"plotly\"], function(Plotly) { window.PLOTLYENV=window.PLOTLYENV || {};window.PLOTLYENV.BASE_URL=\"https://plot.ly\";Plotly.newPlot(\"2f59ae37-f1ef-4993-8022-f54730f2da34\", [{\"colorscale\": \"Viridis\", \"reversescale\": false, \"showscale\": false, \"x\": [\"Team A\", \"Team B\", \"Team C\"], \"y\": [\"Game Three\", \"Game Two\", \"Game One\"], \"z\": [[0.1, 0.3, 0.5], [1.0, 0.8, 0.6], [0.6, 0.4, 0.2]], \"type\": \"heatmap\", \"uid\": \"fffe0f50-66df-4a9d-a770-71968e9ec663\"}], {\"annotations\": [{\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game Three\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game Two\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#000000\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team A\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Win\", \"x\": \"Team B\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}, {\"font\": {\"color\": \"#FFFFFF\"}, \"showarrow\": false, \"text\": \"Lose\", \"x\": \"Team C\", \"xref\": \"x\", \"y\": \"Game One\", \"yref\": \"y\"}], \"xaxis\": {\"dtick\": 1, \"gridcolor\": \"rgb(0, 0, 0)\", \"side\": \"top\", \"ticks\": \"\"}, \"yaxis\": {\"dtick\": 1, \"ticks\": \"\", \"ticksuffix\": \"  \"}}, {\"showLink\": true, \"linkText\": \"Export to plot.ly\", \"plotlyServerURL\": \"https://plot.ly\"})});</script><script type=\"text/javascript\">window.addEventListener(\"resize\", function(){window._Plotly.Plots.resize(document.getElementById(\"2f59ae37-f1ef-4993-8022-f54730f2da34\"));});</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "z = [\n",
    "    [.1, .3, .5], \n",
    "    [1.0, .8, .6],\n",
    "    [.6, .4, .2]\n",
    "]\n",
    "z_text = [\n",
    "    ['Win', 'Lose', 'Win'],  \n",
    "    ['Lose', 'Lose', 'Win'],\n",
    "    ['Win', 'Win', 'Lose']\n",
    "]\n",
    "x = ['Team A', 'Team B', 'Team C']\n",
    "y = ['Game Three', 'Game Two', 'Game One']\n",
    "\n",
    "fig = ff.create_annotated_heatmap(z, x=x, y=y, annotation_text=z_text, colorscale='Viridis')\n",
    "plotly.offline.iplot(fig, filename='annotated_heatmap_text')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Custom Hovertext"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "linkText": "Export to plot.ly",
        "plotlyServerURL": "https://plot.ly",
        "showLink": true
       },
       "data": [
        {
         "colorscale": [
          [
           0,
           "rgb(255,255,255)"
          ],
          [
           0.2,
           "rgb(255, 255, 153)"
          ],
          [
           0.4,
           "rgb(153, 255, 204)"
          ],
          [
           0.6,
           "rgb(179, 217, 255)"
          ],
          [
           0.8,
           "rgb(240, 179, 255)"
          ],
          [
           1,
           "rgb(255, 77, 148)"
          ]
         ],
         "hoverinfo": "text",
         "reversescale": false,
         "showscale": false,
         "text": [
          [
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0"
          ],
          [
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0"
          ],
          [
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0"
          ],
          [
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "Actinium<br>Atomic Mass: 227",
           "Thorium<br>Atomic Mass: 232.03806",
           "Protactinium<br>Atomic Mass: 231.03588",
           "Uranium<br>Atomic Mass: 238.02891",
           "Neptunium<br>Atomic Mass: 237",
           "Plutonium<br>Atomic Mass: 244",
           "Americium<br>Atomic Mass: 243",
           "Curium<br>Atomic Mass: 247",
           "Berkelium<br>Atomic Mass: 247",
           "Californium<br>Atomic Mass: 251",
           "Einsteinium<br>Atomic Mass: 252",
           "Fermium<br>Atomic Mass: 257",
           "Mendelevium<br>Atomic Mass: 258",
           "Nobelium<br>Atomic Mass: 259",
           "Lawrencium<br>Atomic Mass: 262",
           "<br>Atomic Mass: 0.0"
          ],
          [
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "Lanthanum<br>Atomic Mass: 138.90547",
           "Cerium<br>Atomic Mass: 140.116",
           "Praseodymium<br>Atomic Mass: 140.90765",
           "Neodymium<br>Atomic Mass: 144.242",
           "Promethium<br>Atomic Mass: 145",
           "Samarium<br>Atomic Mass: 150.36",
           "Europium<br>Atomic Mass: 151.964",
           "Gadolinium<br>Atomic Mass: 157.25",
           "Terbium<br>Atomic Mass: 158.92535",
           "Dysprosium<br>Atomic Mass: 162.5",
           "Holmium<br>Atomic Mass: 164.93032",
           "Erbium<br>Atomic Mass: 167.259",
           "Thulium<br>Atomic Mass: 168.93421",
           "Ytterbium<br>Atomic Mass: 173.054",
           "Lutetium<br>Atomic Mass: 174.9668",
           "<br>Atomic Mass: 0.0"
          ],
          [
           " Francium<br>Atomic Mass: 223",
           " Radium<br>Atomic Mass: 226",
           "<br>Atomic Mass: 0.0",
           "Rutherfordium<br>Atomic Mass: 267",
           "Dubnium<br>Atomic Mass: 268",
           "Seaborgium<br>Atomic Mass: 271",
           "Bohrium<br>Atomic Mass: 272",
           "Hassium<br>Atomic Mass: 270",
           "Meitnerium<br>Atomic Mass: 276",
           "Darmstadtium<br>Atomic Mass: 281",
           "Roentgenium<br>Atomic Mass: 280",
           "Copernicium<br>Atomic Mass: 285",
           "Ununtrium<br>Atomic Mass: 284",
           "Ununquadium<br>Atomic Mass: 289",
           "Ununpentium<br>Atomic Mass: 288",
           "Ununhexium<br>Atomic Mass: 293",
           "Ununseptium<br>Atomic Mass: unknown",
           "Ununoctium<br>Atomic Mass: 294"
          ],
          [
           " Cesium<br>Atomic Mass: 132.9054519",
           " Barium<br>Atomic Mass: 137.327",
           "<br>Atomic Mass: 0.0",
           "Hafnium<br>Atomic Mass: 178.49",
           "Tantalum<br>Atomic Mass: 180.94788",
           "Tungsten<br>Atomic Mass: 183.84",
           "Rhenium<br>Atomic Mass: 186.207",
           "Osmium<br>Atomic Mass: 190.23",
           "Iridium<br>Atomic Mass: 192.217",
           "Platinum<br>Atomic Mass: 195.084",
           "Gold<br>Atomic Mass: 196.966569",
           "Mercury<br>Atomic Mass: 200.59",
           "Thallium<br>Atomic Mass: 204.3833",
           "Lead<br>Atomic Mass: 207.2",
           "Bismuth<br>Atomic Mass: 208.9804",
           "Polonium<br>Atomic Mass: 209",
           "Astatine<br>Atomic Mass: 210",
           "Radon<br>Atomic Mass: 222"
          ],
          [
           "Rubidium<br>Atomic Mass: 85.4678",
           "Strontium<br>Atomic Mass: 87.62",
           "Yttrium<br>Atomic Mass: 88.90585",
           "Zirconium<br>Atomic Mass: 91.224",
           "Niobium<br>Atomic Mass: 92.90638",
           "Molybdenum<br>Atomic Mass: 95.96",
           "Technetium<br>Atomic Mass: 98",
           "Ruthenium<br>Atomic Mass: 101.07",
           "Rhodium<br>Atomic Mass: 102.9055",
           "Palladium<br>Atomic Mass: 106.42",
           "Silver<br>Atomic Mass: 107.8682",
           "Cadmium<br>Atomic Mass: 112.411",
           "Indium<br>Atomic Mass: 114.818",
           "Tin<br>Atomic Mass: 118.71",
           "Antimony<br>Atomic Mass: 121.76",
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           " Calcium<br>Atomic Mass: 40.078",
           " Scandium<br>Atomic Mass: 44.955912",
           " Titanium<br>Atomic Mass: 47.867",
           " Vanadium<br>Atomic Mass: 50.9415",
           " Chromium<br>Atomic Mass: 51.9961",
           "Manganese<br>Atomic Mass: 54.938045",
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           "Nickel<br>Atomic Mass: 58.6934",
           "Copper<br>Atomic Mass: 63.546",
           "Zinc<br>Atomic Mass: 65.38",
           "Gallium<br>Atomic Mass: 69.723",
           "Germanium<br>Atomic Mass: 72.64",
           "Arsenic<br>Atomic Mass: 74.9216",
           "Selenium<br>Atomic Mass: 78.96",
           "Bromine<br>Atomic Mass: 79.904",
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           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
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           "Silicon<br>Atomic Mass: 28.0855",
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           "Sulfur<br>Atomic Mass: 32.065",
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           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
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           "Carbon<br>Atomic Mass: 12.0107",
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           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
           "<br>Atomic Mass: 0.0",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "symbol = [\n",
    "    ['H', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 'He'],\n",
    "    ['Li', 'Be', '', '', '', '', '', '', '', '', '', '', 'B', 'C', 'N', 'O', 'F', 'Ne'],\n",
    "    ['Na', 'Mg', '', '', '', '', '', '', '', '', '', '', 'Al', 'Si', 'P', 'S', 'Cl', 'Ar'],\n",
    "    ['K', 'Ca', 'Sc', 'Ti', 'V', 'Cr', 'Mn', 'Fe', 'Co', 'Ni', 'Cu', 'Zn', 'Ga', 'Ge', 'As', 'Se', 'Br', 'Kr'],\n",
    "    ['Rb ', 'Sr', 'Y', 'Zr', 'Nb', 'Mo', 'Tc', 'Ru', 'Rh', 'Pd', 'Ag', 'Cd', 'In', 'Sn', 'Sb', 'Te', 'I', 'Xe' ],\n",
    "    ['Cs', 'Ba', '', 'Hf', 'Ta', 'W', 'Re', 'Os', 'Ir', 'Pt', 'Au', 'Hg', 'Tl', 'Pb', 'Bi', 'Po', 'At', 'Rn' ],\n",
    "    ['Fr', 'Ra', '', 'Rf', 'Db', 'Sg', 'Bh', 'Hs', 'Mt', 'Ds', 'Rg', 'Cn', 'Uut', 'Fl', 'Uup', 'Lv', 'Uus', 'Uuo'],\n",
    "    ['', '', 'La', 'Ce', 'Pr', 'Nd', 'Pm', 'Sm', 'Eu', 'Gd', 'Tb', 'Dy', 'Ho', 'Er', 'Tm', 'Yb', 'Lu', ''],\n",
    "    ['', '', 'Ac', 'Th', 'Pa', 'U', 'Np', 'Pu', 'Am', 'Cm', 'Bk', 'Cf', 'Es', 'Fm', 'Md', 'No', 'Lr', '' ],\n",
    "    ['', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', ''],\n",
    "    ['', 'Alkali Metal', '', '', 'Transition Metal', '', '', 'Actinide', '', '', 'Semimetal', '', '', 'Halogen', '', '', '', ''],\n",
    "    ['', 'Alkaline Metal', '', '', 'Lanthanide', '', '', 'Basic Metal', '', '', 'Nonmetal', '', '', 'Noble Gas', '', '', '', '']\n",
    "]\n",
    "\n",
    "element = [\n",
    "    ['Hydrogen', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 'Helium'],\n",
    "    ['Lithium', 'Beryllium', '', '', '', '', '', '', '', '', '', '', 'Boron', 'Carbon', 'Nitrogen', 'Oxygen', 'Fluorine', 'Neon'],\n",
    "    ['Sodium', 'Magnesium', '', '', '', '', '', '', '', '', '', '', 'Aluminium', 'Silicon', 'Phosphorus', 'Sulfur', 'Chlorine', ' Argon'],\n",
    "    ['Potassium', ' Calcium', ' Scandium', ' Titanium', ' Vanadium', ' Chromium',  'Manganese', 'Iron', 'Cobalt', 'Nickel', 'Copper', 'Zinc', 'Gallium', 'Germanium', 'Arsenic', 'Selenium', 'Bromine', 'Krypton'],\n",
    "    ['Rubidium', 'Strontium', 'Yttrium', 'Zirconium', 'Niobium', 'Molybdenum', 'Technetium', 'Ruthenium', 'Rhodium', 'Palladium', 'Silver', 'Cadmium', 'Indium', 'Tin', 'Antimony', 'Tellurium', 'Iodine', 'Xenon'],\n",
    "    [' Cesium', ' Barium', '',  'Hafnium', 'Tantalum', 'Tungsten', 'Rhenium', 'Osmium', 'Iridium', 'Platinum', 'Gold', 'Mercury', 'Thallium', 'Lead', 'Bismuth', 'Polonium', 'Astatine', 'Radon'],\n",
    "    [' Francium', ' Radium', '', 'Rutherfordium','Dubnium','Seaborgium','Bohrium','Hassium','Meitnerium','Darmstadtium','Roentgenium','Copernicium','Ununtrium','Ununquadium','Ununpentium','Ununhexium','Ununseptium','Ununoctium'],\n",
    "    ['', '',  'Lanthanum', 'Cerium', 'Praseodymium', 'Neodymium', 'Promethium', 'Samarium', 'Europium', 'Gadolinium', 'Terbium', 'Dysprosium', 'Holmium', 'Erbium', 'Thulium', 'Ytterbium', 'Lutetium', ''],\n",
    "    ['', '', 'Actinium', 'Thorium', 'Protactinium', 'Uranium', 'Neptunium', 'Plutonium', 'Americium', 'Curium', 'Berkelium', 'Californium', 'Einsteinium','Fermium' ,'Mendelevium', 'Nobelium', 'Lawrencium', '' ],\n",
    "    ['', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', ''],\n",
    "    ['', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', ''],\n",
    "    ['', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '']\n",
    "]\n",
    "\n",
    "atomic_mass = [\n",
    "    [ 1.00794, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0,  4.002602],\n",
    "    [ 6.941, 9.012182, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0,  10.811, 12.0107, 14.0067, 15.9994, 18.9984032, 20.1797],\n",
    "    [ 22.98976928, 24.3050, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0,  26.9815386, 28.0855, 30.973762, 32.065, 35.453, 39.948], \n",
    "    [ 39.0983, 40.078, 44.955912, 47.867, 50.9415, 51.9961, 54.938045, 55.845, 58.933195, 58.6934, 63.546, 65.38, 69.723, 72.64, 74.92160, 78.96, 79.904, 83.798],\n",
    "    [ 85.4678, 87.62, 88.90585, 91.224, 92.90638, 95.96, 98, 101.07, 102.90550, 106.42, 107.8682, 112.411, 114.818, 118.710, 121.760, 127.60, 126.90447, 131.293],\n",
    "    [ 132.9054519, 137.327, .0, 178.49, 180.94788, 183.84, 186.207, 190.23, 192.217, 195.084, 196.966569, 200.59, 204.3833, 207.2, 208.98040, 209, 210, 222],\n",
    "    [223, 226, .0, 267, 268, 271, 272, 270, 276, 281, 280, 285, 284, 289, 288, 293, 'unknown', 294],\n",
    "    [.0, .0, 138.90547, 140.116, 140.90765, 144.242, 145, 150.36, 151.964, 157.25, 158.92535, 162.500, 164.93032, 167.259, 168.93421, 173.054, 174.9668, .0],\n",
    "    [.0, .0, 227, 232.03806, 231.03588, 238.02891, 237, 244, 243, 247, 247, 251, 252, 257, 258, 259, 262, .0],\n",
    "    [.0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0],\n",
    "    [.0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0],\n",
    "    [.0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0]\n",
    "]\n",
    "\n",
    "z = [\n",
    "    [.8, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, 1.],\n",
    "    [.1, .2, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .7, .8, .8, .8, .9, 1.],\n",
    "    [.1, .2, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .6, .7, .8, .8, .9, 1], \n",
    "    [.1, .2, .3, .3, .3, .3, .3, .3, .3, .3, .3, .3, .6, .7, .8, .8, .9, 1.],\n",
    "    [.1, .2, .3, .3, .3, .3, .3, .3, .3, .3, .3, .3, .6, .6, .7, .7, .9, 1.],\n",
    "    [.1, .2, .4, .3, .3, .3, .3, .3, .3, .3, .3, .3, .6, .6, .6, .7, .9, 1.],\n",
    "    [.1, .2, .5, .3, .3, .3, .3, .3, .3, .3, .3, .3, .6, .6, .6, .6, .9, 1.],\n",
    "    [.0, .0, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .4, .0],\n",
    "    [.0, .0, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .5, .0],\n",
    "    [.0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0, .0],\n",
    "    [.1, .1, .1, .3, .3, .3, .5, .5, .5, .7, .7, .7, .9, .9, .9, .0, .0, .0],\n",
    "    [.2, .2, .2, .4, .4, .4, .6, .6, .6, .8, .8, .8, 1., 1., 1., .0, .0, .0]\n",
    "]\n",
    "\n",
    "# Display element name and atomic mass on hover\n",
    "hover = list(range(len(symbol)))\n",
    "for x in range(len(symbol)):\n",
    "    hover[x] = [i + '<br>' + 'Atomic Mass: ' + str(j) for i, j in zip(element[x], atomic_mass[x])]\n",
    "\n",
    "# Invert Matrices\n",
    "symbol = symbol[::-1]\n",
    "hover = hover[::-1]\n",
    "z = z[::-1]\n",
    "\n",
    "# Set Colorscale\n",
    "colorscale=[\n",
    "    [0.0, 'rgb(255,255,255)'], [.2, 'rgb(255, 255, 153)'], \n",
    "    [.4, 'rgb(153, 255, 204)'], [.6, 'rgb(179, 217, 255)'], \n",
    "    [.8, 'rgb(240, 179, 255)'],[1.0, 'rgb(255, 77, 148)']\n",
    "]\n",
    "\n",
    "# Make Annotated Heatmap\n",
    "pt = ff.create_annotated_heatmap(z, annotation_text=symbol, text=hover, colorscale=colorscale, font_colors=['black'], hoverinfo='text')\n",
    "pt.layout.title = 'Periodic Table'\n",
    "plotly.offline.iplot(pt, filename='periodic_table')"
   ]
  }
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